Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 4357 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 544.6 KiB |
| Average record size in memory | 128.0 B |
Variable types
| Numeric | 15 |
|---|
revenue_purc is highly overall correlated with volume_products_purc and 6 other fields | High correlation |
recency_days is highly overall correlated with purchases and 1 other fields | High correlation |
volume_products_purc is highly overall correlated with revenue_purc and 6 other fields | High correlation |
assort_products_purc is highly overall correlated with revenue_purc and 5 other fields | High correlation |
purchases is highly overall correlated with revenue_purc and 6 other fields | High correlation |
avg_period_purc is highly overall correlated with revenue_purc and 5 other fields | High correlation |
frequency_purc is highly overall correlated with recency_days and 2 other fields | High correlation |
volume_basket_size_purc is highly overall correlated with revenue_purc and 3 other fields | High correlation |
assort_basket_size_purc is highly overall correlated with assort_products_purc | High correlation |
avg_ticket_purc is highly overall correlated with revenue_purc and 3 other fields | High correlation |
returns is highly overall correlated with volume_products_ret and 1 other fields | High correlation |
volume_products_ret is highly overall correlated with returns and 1 other fields | High correlation |
revenue_ret is highly overall correlated with returns and 1 other fields | High correlation |
revenue_real is highly overall correlated with revenue_purc and 6 other fields | High correlation |
volume_products_purc is highly skewed (γ1 = 20.43890078) | Skewed |
volume_basket_size_purc is highly skewed (γ1 = 47.76152942) | Skewed |
avg_ticket_purc is highly skewed (γ1 = 41.54391694) | Skewed |
volume_products_ret is highly skewed (γ1 = 45.06522235) | Skewed |
revenue_ret is highly skewed (γ1 = 52.03122381) | Skewed |
revenue_real is highly skewed (γ1 = 21.62701738) | Skewed |
customer_id has unique values | Unique |
returns has 2824 (64.8%) zeros | Zeros |
volume_products_ret has 2824 (64.8%) zeros | Zeros |
revenue_ret has 2824 (64.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-18 21:49:01.014689 |
|---|---|
| Analysis finished | 2023-05-18 21:50:06.419263 |
| Duration | 1 minute and 5.4 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
customer_id
Real number (ℝ)
| Distinct | 4357 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15301.55 |
| Minimum | 12346 |
|---|---|
| Maximum | 18287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 12346 |
|---|---|
| 5-th percentile | 12615.8 |
| Q1 | 13815 |
| median | 15301 |
| Q3 | 16779 |
| 95-th percentile | 17985.2 |
| Maximum | 18287 |
| Range | 5941 |
| Interquartile range (IQR) | 2964 |
Descriptive statistics
| Standard deviation | 1721.6046 |
|---|---|
| Coefficient of variation (CV) | 0.11251177 |
| Kurtosis | -1.1955146 |
| Mean | 15301.55 |
| Median Absolute Deviation (MAD) | 1482 |
| Skewness | 0.00090465831 |
| Sum | 66668854 |
| Variance | 2963922.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17850 | 1 | < 0.1% |
| 13618 | 1 | < 0.1% |
| 13568 | 1 | < 0.1% |
| 12450 | 1 | < 0.1% |
| 15334 | 1 | < 0.1% |
| 17562 | 1 | < 0.1% |
| 17879 | 1 | < 0.1% |
| 16050 | 1 | < 0.1% |
| 15909 | 1 | < 0.1% |
| 16448 | 1 | < 0.1% |
| Other values (4347) | 4347 |
| Value | Count | Frequency (%) |
| 12346 | 1 | |
| 12347 | 1 | |
| 12348 | 1 | |
| 12349 | 1 | |
| 12350 | 1 | |
| 12352 | 1 | |
| 12353 | 1 | |
| 12354 | 1 | |
| 12355 | 1 | |
| 12356 | 1 |
| Value | Count | Frequency (%) |
| 18287 | 1 | |
| 18283 | 1 | |
| 18282 | 1 | |
| 18281 | 1 | |
| 18280 | 1 | |
| 18278 | 1 | |
| 18277 | 1 | |
| 18276 | 1 | |
| 18274 | 1 | |
| 18273 | 1 |
revenue_purc
Real number (ℝ)
| Distinct | 4247 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.9243 |
| Minimum | 0 |
|---|---|
| Maximum | 279138.02 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 108.022 |
| Q1 | 301.84 |
| median | 662.08 |
| Q3 | 1625.05 |
| 95-th percentile | 5728.268 |
| Maximum | 279138.02 |
| Range | 279138.02 |
| Interquartile range (IQR) | 1323.21 |
Descriptive statistics
| Standard deviation | 8885.318 |
|---|---|
| Coefficient of variation (CV) | 4.4207226 |
| Kurtosis | 491.72801 |
| Mean | 2009.9243 |
| Median Absolute Deviation (MAD) | 461.98 |
| Skewness | 19.610576 |
| Sum | 8757240.3 |
| Variance | 78948876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | 0.6% |
| 76.32 | 4 | 0.1% |
| 79.2 | 3 | 0.1% |
| 440 | 3 | 0.1% |
| 35.4 | 3 | 0.1% |
| 113.5 | 3 | 0.1% |
| 363.65 | 3 | 0.1% |
| 324.24 | 2 | < 0.1% |
| 207.5 | 2 | < 0.1% |
| 110.38 | 2 | < 0.1% |
| Other values (4237) | 4304 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 3.75 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 12.75 | 1 | < 0.1% |
| 13.3 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 20.8 | 2 | < 0.1% |
| 21.95 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 279138.02 | 1 | |
| 259657.3 | 1 | |
| 194550.79 | 1 | |
| 168472.5 | 1 | |
| 136275.72 | 1 | |
| 124564.53 | 1 | |
| 116729.63 | 1 | |
| 91062.38 | 1 | |
| 77183.6 | 1 | |
| 72882.09 | 1 |
recency_days
Real number (ℝ)
| Distinct | 305 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.157677 |
| Minimum | 0 |
|---|---|
| Maximum | 400 |
| Zeros | 35 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 17 |
| median | 51 |
| Q3 | 148 |
| 95-th percentile | 318 |
| Maximum | 400 |
| Range | 400 |
| Interquartile range (IQR) | 131 |
Descriptive statistics
| Standard deviation | 102.88209 |
|---|---|
| Coefficient of variation (CV) | 1.0926575 |
| Kurtosis | 0.47470125 |
| Mean | 94.157677 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 1.2567747 |
| Sum | 410245 |
| Variance | 10584.724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 103 | 2.4% |
| 3 | 94 | 2.2% |
| 4 | 94 | 2.2% |
| 2 | 89 | 2.0% |
| 8 | 79 | 1.8% |
| 10 | 77 | 1.8% |
| 17 | 74 | 1.7% |
| 7 | 72 | 1.7% |
| 9 | 70 | 1.6% |
| 22 | 64 | 1.5% |
| Other values (295) | 3541 |
| Value | Count | Frequency (%) |
| 0 | 35 | 0.8% |
| 1 | 103 | |
| 2 | 89 | |
| 3 | 94 | |
| 4 | 94 | |
| 5 | 48 | |
| 7 | 72 | |
| 8 | 79 | |
| 9 | 70 | |
| 10 | 77 |
| Value | Count | Frequency (%) |
| 400 | 28 | |
| 373 | 17 | |
| 372 | 17 | |
| 371 | 6 | 0.1% |
| 369 | 3 | 0.1% |
| 368 | 5 | 0.1% |
| 367 | 5 | 0.1% |
| 366 | 10 | 0.2% |
| 365 | 10 | 0.2% |
| 364 | 6 | 0.1% |
volume_products_purc
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 1771 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1183.1708 |
| Minimum | 0 |
|---|---|
| Maximum | 196844 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 157 |
| median | 375 |
| Q3 | 985 |
| 95-th percentile | 3545.2 |
| Maximum | 196844 |
| Range | 196844 |
| Interquartile range (IQR) | 828 |
Descriptive statistics
| Standard deviation | 5030.4692 |
|---|---|
| Coefficient of variation (CV) | 4.2516848 |
| Kurtosis | 613.01191 |
| Mean | 1183.1708 |
| Median Absolute Deviation (MAD) | 275 |
| Skewness | 20.438901 |
| Sum | 5155075 |
| Variance | 25305620 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | 0.6% |
| 88 | 19 | 0.4% |
| 120 | 17 | 0.4% |
| 84 | 16 | 0.4% |
| 128 | 15 | 0.3% |
| 144 | 15 | 0.3% |
| 72 | 15 | 0.3% |
| 146 | 15 | 0.3% |
| 106 | 14 | 0.3% |
| 150 | 14 | 0.3% |
| Other values (1761) | 4189 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | < 0.1% |
| 2 | 6 | 0.1% |
| 3 | 3 | 0.1% |
| 4 | 7 | 0.2% |
| 5 | 3 | 0.1% |
| 6 | 3 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 196844 | 1 | |
| 80997 | 1 | |
| 80179 | 1 | |
| 77373 | 1 | |
| 74215 | 1 | |
| 69993 | 1 | |
| 64549 | 1 | |
| 64124 | 1 | |
| 63312 | 1 | |
| 58343 | 1 |
assort_products_purc
Real number (ℝ)
| Distinct | 340 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.039247 |
| Minimum | 0 |
|---|---|
| Maximum | 1785 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 15 |
| median | 35 |
| Q3 | 77 |
| 95-th percentile | 204 |
| Maximum | 1785 |
| Range | 1785 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 85.216252 |
|---|---|
| Coefficient of variation (CV) | 1.3960895 |
| Kurtosis | 99.712864 |
| Mean | 61.039247 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 6.9143595 |
| Sum | 265948 |
| Variance | 7261.8095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 94 | 2.2% |
| 10 | 86 | 2.0% |
| 8 | 79 | 1.8% |
| 9 | 79 | 1.8% |
| 11 | 78 | 1.8% |
| 13 | 77 | 1.8% |
| 15 | 75 | 1.7% |
| 5 | 74 | 1.7% |
| 7 | 73 | 1.7% |
| 6 | 72 | 1.7% |
| Other values (330) | 3570 |
| Value | Count | Frequency (%) |
| 0 | 28 | 0.6% |
| 1 | 94 | |
| 2 | 51 | |
| 3 | 61 | |
| 4 | 52 | |
| 5 | 74 | |
| 6 | 72 | |
| 7 | 73 | |
| 8 | 79 | |
| 9 | 79 |
| Value | Count | Frequency (%) |
| 1785 | 1 | |
| 1766 | 1 | |
| 1322 | 1 | |
| 1118 | 1 | |
| 884 | 1 | |
| 816 | 1 | |
| 717 | 1 | |
| 713 | 1 | |
| 699 | 1 | |
| 636 | 1 |
purchases
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2210236 |
| Minimum | 0 |
|---|---|
| Maximum | 206 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 13 |
| Maximum | 206 |
| Range | 206 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.6220428 |
|---|---|
| Coefficient of variation (CV) | 1.8057333 |
| Kurtosis | 244.6913 |
| Mean | 4.2210236 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 11.955694 |
| Sum | 18391 |
| Variance | 58.095536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1505 | |
| 2 | 827 | |
| 3 | 501 | 11.5% |
| 4 | 395 | 9.1% |
| 5 | 236 | 5.4% |
| 6 | 173 | 4.0% |
| 7 | 139 | 3.2% |
| 8 | 98 | 2.2% |
| 9 | 69 | 1.6% |
| 10 | 54 | 1.2% |
| Other values (48) | 360 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 28 | 0.6% |
| 1 | 1505 | |
| 2 | 827 | |
| 3 | 501 | 11.5% |
| 4 | 395 | 9.1% |
| 5 | 236 | 5.4% |
| 6 | 173 | 4.0% |
| 7 | 139 | 3.2% |
| 8 | 98 | 2.2% |
| 9 | 69 | 1.6% |
| Value | Count | Frequency (%) |
| 206 | 1 | |
| 198 | 1 | |
| 124 | 1 | |
| 97 | 1 | |
| 91 | 1 | |
| 90 | 1 | |
| 86 | 1 | |
| 72 | 1 | |
| 62 | 2 | |
| 60 | 1 |
avg_period_purc
Real number (ℝ)
| Distinct | 1155 |
|---|---|
| Distinct (%) | 26.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.66201 |
| Minimum | 1 |
|---|---|
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 48 |
| median | 109.66667 |
| Q3 | 400 |
| 95-th percentile | 400 |
| Maximum | 400 |
| Range | 399 |
| Interquartile range (IQR) | 352 |
Descriptive statistics
| Standard deviation | 163.38709 |
|---|---|
| Coefficient of variation (CV) | 0.83504762 |
| Kurtosis | -1.7281078 |
| Mean | 195.66201 |
| Median Absolute Deviation (MAD) | 85.333333 |
| Skewness | 0.33140981 |
| Sum | 852499.38 |
| Variance | 26695.343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 400 | 1585 | |
| 70 | 21 | 0.5% |
| 46 | 18 | 0.4% |
| 55 | 17 | 0.4% |
| 49 | 16 | 0.4% |
| 31 | 16 | 0.4% |
| 91 | 16 | 0.4% |
| 21 | 15 | 0.3% |
| 35 | 15 | 0.3% |
| 42 | 15 | 0.3% |
| Other values (1145) | 2623 |
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 4 | |
| 2.88372093 | 1 | < 0.1% |
| 3 | 6 | |
| 3.330357143 | 1 | < 0.1% |
| 3.351351351 | 1 | < 0.1% |
| 4 | 4 | |
| 4.191011236 | 1 | < 0.1% |
| 4.275862069 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 400 | 1585 | |
| 366 | 1 | < 0.1% |
| 365 | 1 | < 0.1% |
| 364 | 1 | < 0.1% |
| 363 | 1 | < 0.1% |
| 357 | 2 | < 0.1% |
| 356 | 1 | < 0.1% |
| 355 | 2 | < 0.1% |
| 352 | 1 | < 0.1% |
| 351 | 2 | < 0.1% |
frequency_purc
Real number (ℝ)
| Distinct | 1222 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.024340246 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0032051282 |
| Q1 | 0.0076045627 |
| median | 0.014705882 |
| Q3 | 0.026865672 |
| 95-th percentile | 0.069663795 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.019261109 |
Descriptive statistics
| Standard deviation | 0.041207855 |
|---|---|
| Coefficient of variation (CV) | 1.6929926 |
| Kurtosis | 179.9869 |
| Mean | 0.024340246 |
| Median Absolute Deviation (MAD) | 0.0084165742 |
| Skewness | 10.308712 |
| Sum | 106.05045 |
| Variance | 0.0016980873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01851851852 | 33 | 0.8% |
| 0 | 28 | 0.6% |
| 0.05263157895 | 25 | 0.6% |
| 0.01612903226 | 24 | 0.6% |
| 0.01538461538 | 24 | 0.6% |
| 0.03846153846 | 22 | 0.5% |
| 0.01639344262 | 22 | 0.5% |
| 0.015625 | 22 | 0.5% |
| 0.04545454545 | 21 | 0.5% |
| 0.025 | 20 | 0.5% |
| Other values (1212) | 4116 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 0.002673796791 | 16 | |
| 0.002680965147 | 16 | |
| 0.002688172043 | 6 | 0.1% |
| 0.002702702703 | 2 | < 0.1% |
| 0.0027100271 | 5 | 0.1% |
| 0.002717391304 | 5 | 0.1% |
| 0.00272479564 | 9 | 0.2% |
| 0.002732240437 | 10 | 0.2% |
| 0.002739726027 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 0.550802139 | 1 | < 0.1% |
| 0.5294117647 | 1 | < 0.1% |
| 0.5 | 4 | |
| 0.4 | 1 | < 0.1% |
| 0.3333333333 | 4 | |
| 0.3315508021 | 1 | < 0.1% |
| 0.3157894737 | 1 | < 0.1% |
| 0.2727272727 | 2 | |
| 0.2621621622 | 1 | < 0.1% |
volume_basket_size_purc
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 2136 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 254.70335 |
| Minimum | 0 |
|---|---|
| Maximum | 74215 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 92 |
| median | 161 |
| Q3 | 272 |
| 95-th percentile | 600 |
| Maximum | 74215 |
| Range | 74215 |
| Interquartile range (IQR) | 180 |
Descriptive statistics
| Standard deviation | 1313.1896 |
|---|---|
| Coefficient of variation (CV) | 5.1557611 |
| Kurtosis | 2513.3345 |
| Mean | 254.70335 |
| Median Absolute Deviation (MAD) | 82 |
| Skewness | 47.761529 |
| Sum | 1109742.5 |
| Variance | 1724467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | 0.6% |
| 100 | 19 | 0.4% |
| 88 | 18 | 0.4% |
| 120 | 18 | 0.4% |
| 73 | 17 | 0.4% |
| 82 | 17 | 0.4% |
| 136 | 17 | 0.4% |
| 114 | 16 | 0.4% |
| 60 | 16 | 0.4% |
| 72 | 16 | 0.4% |
| Other values (2126) | 4175 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 3 | 0.1% |
| 2 | 5 | 0.1% |
| 3 | 3 | 0.1% |
| 3.333333333 | 1 | < 0.1% |
| 4 | 7 | 0.2% |
| 5 | 3 | 0.1% |
| 5.333333333 | 1 | < 0.1% |
| 5.666666667 | 1 | < 0.1% |
| 6 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 74215 | 1 | |
| 40498.5 | 1 | |
| 7824 | 1 | |
| 6009.333333 | 1 | |
| 4300 | 1 | |
| 4282 | 1 | |
| 4280 | 1 | |
| 3906 | 1 | |
| 3868.65 | 1 | |
| 3028 | 1 |
assort_basket_size_purc
Real number (ℝ)
| Distinct | 941 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.683717 |
| Minimum | 0 |
|---|---|
| Maximum | 259 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.852381 |
| Q1 | 7.6666667 |
| median | 14 |
| Q3 | 24 |
| 95-th percentile | 51.1 |
| Maximum | 259 |
| Range | 259 |
| Interquartile range (IQR) | 16.333333 |
Descriptive statistics
| Standard deviation | 17.599326 |
|---|---|
| Coefficient of variation (CV) | 0.94196064 |
| Kurtosis | 21.356905 |
| Mean | 18.683717 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 3.2028354 |
| Sum | 81404.956 |
| Variance | 309.73628 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 93 | 2.1% |
| 10 | 90 | 2.1% |
| 8 | 89 | 2.0% |
| 9 | 89 | 2.0% |
| 7 | 85 | 2.0% |
| 13 | 85 | 2.0% |
| 6 | 81 | 1.9% |
| 11 | 78 | 1.8% |
| 5 | 77 | 1.8% |
| 14 | 75 | 1.7% |
| Other values (931) | 3515 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 0.2 | 1 | < 0.1% |
| 0.25 | 3 | 0.1% |
| 0.3333333333 | 7 | 0.2% |
| 0.4 | 1 | < 0.1% |
| 0.4090909091 | 1 | < 0.1% |
| 0.5 | 12 | |
| 0.5454545455 | 1 | < 0.1% |
| 0.5555555556 | 1 | < 0.1% |
| 0.5714285714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 259 | 1 | |
| 219 | 1 | |
| 177 | 1 | |
| 171 | 1 | |
| 155 | 1 | |
| 153 | 1 | |
| 148 | 2 | |
| 141 | 1 | |
| 131 | 1 | |
| 128 | 1 |
avg_ticket_purc
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 4254 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 414.41346 |
| Minimum | 0 |
|---|---|
| Maximum | 84236.25 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 84.760667 |
| Q1 | 176.68 |
| median | 289.24 |
| Q3 | 424.254 |
| 95-th percentile | 916.94 |
| Maximum | 84236.25 |
| Range | 84236.25 |
| Interquartile range (IQR) | 247.574 |
Descriptive statistics
| Standard deviation | 1796.467 |
|---|---|
| Coefficient of variation (CV) | 4.3349629 |
| Kurtosis | 1855.0399 |
| Mean | 414.41346 |
| Median Absolute Deviation (MAD) | 120.84 |
| Skewness | 41.543917 |
| Sum | 1805599.4 |
| Variance | 3227293.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | 0.6% |
| 76.32 | 4 | 0.1% |
| 120 | 3 | 0.1% |
| 79.2 | 3 | 0.1% |
| 440 | 3 | 0.1% |
| 35.4 | 3 | 0.1% |
| 113.5 | 3 | 0.1% |
| 114.56 | 2 | < 0.1% |
| 179 | 2 | < 0.1% |
| 594 | 2 | < 0.1% |
| Other values (4244) | 4304 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 3.75 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 9.14 | 1 | < 0.1% |
| 11.67 | 1 | < 0.1% |
| 12.75 | 1 | < 0.1% |
| 13.3 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 84236.25 | 1 | |
| 77183.6 | 1 | |
| 14844.76667 | 1 | |
| 13305.5 | 1 | |
| 9341.26 | 1 | |
| 6228.2265 | 1 | |
| 6207.67 | 1 | |
| 4873.81 | 1 | |
| 4366.78 | 1 | |
| 4327.621667 | 1 |
returns
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.77622217 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 2824 |
| Zeros (%) | 64.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.965778 |
|---|---|
| Coefficient of variation (CV) | 2.532494 |
| Kurtosis | 152.4758 |
| Mean | 0.77622217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.1990888 |
| Sum | 3382 |
| Variance | 3.864283 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2824 | |
| 1 | 875 | 20.1% |
| 2 | 292 | 6.7% |
| 3 | 140 | 3.2% |
| 4 | 92 | 2.1% |
| 5 | 37 | 0.8% |
| 6 | 32 | 0.7% |
| 7 | 21 | 0.5% |
| 9 | 8 | 0.2% |
| 11 | 5 | 0.1% |
| Other values (13) | 31 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 2824 | |
| 1 | 875 | 20.1% |
| 2 | 292 | 6.7% |
| 3 | 140 | 3.2% |
| 4 | 92 | 2.1% |
| 5 | 37 | 0.8% |
| 6 | 32 | 0.7% |
| 7 | 21 | 0.5% |
| 8 | 5 | 0.1% |
| 9 | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 5 |
volume_products_ret
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 218 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.850356 |
| Minimum | 0 |
|---|---|
| Maximum | 80995 |
| Zeros | 2824 |
| Zeros (%) | 64.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 60 |
| Maximum | 80995 |
| Range | 80995 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1685.8517 |
|---|---|
| Coefficient of variation (CV) | 27.256944 |
| Kurtosis | 2079.0948 |
| Mean | 61.850356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.065222 |
| Sum | 269482 |
| Variance | 2842095.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2824 | |
| 1 | 175 | 4.0% |
| 2 | 152 | 3.5% |
| 3 | 105 | 2.4% |
| 4 | 91 | 2.1% |
| 6 | 79 | 1.8% |
| 5 | 64 | 1.5% |
| 12 | 55 | 1.3% |
| 7 | 44 | 1.0% |
| 8 | 43 | 1.0% |
| Other values (208) | 725 | 16.6% |
| Value | Count | Frequency (%) |
| 0 | 2824 | |
| 1 | 175 | 4.0% |
| 2 | 152 | 3.5% |
| 3 | 105 | 2.4% |
| 4 | 91 | 2.1% |
| 5 | 64 | 1.5% |
| 6 | 79 | 1.8% |
| 7 | 44 | 1.0% |
| 8 | 43 | 1.0% |
| 9 | 42 | 1.0% |
| Value | Count | Frequency (%) |
| 80995 | 1 | |
| 74215 | 1 | |
| 9360 | 1 | |
| 9014 | 1 | |
| 8004 | 1 | |
| 4427 | 1 | |
| 3768 | 1 | |
| 3331 | 1 | |
| 2878 | 1 | |
| 2022 | 1 |
revenue_ret
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 1102 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108.88107 |
| Minimum | 0 |
|---|---|
| Maximum | 168469.6 |
| Zeros | 2824 |
| Zeros (%) | 64.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 15 |
| 95-th percentile | 150.4 |
| Maximum | 168469.6 |
| Range | 168469.6 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 2850.4684 |
|---|---|
| Coefficient of variation (CV) | 26.17965 |
| Kurtosis | 2918.7792 |
| Mean | 108.88107 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.031224 |
| Sum | 474394.83 |
| Variance | 8125170.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2824 | |
| 12.75 | 20 | 0.5% |
| 4.95 | 19 | 0.4% |
| 9.95 | 17 | 0.4% |
| 15 | 17 | 0.4% |
| 5.9 | 12 | 0.3% |
| 25.5 | 11 | 0.3% |
| 3.75 | 10 | 0.2% |
| 4.25 | 10 | 0.2% |
| 7.5 | 9 | 0.2% |
| Other values (1092) | 1408 |
| Value | Count | Frequency (%) |
| 0 | 2824 | |
| 0.42 | 2 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 1.25 | 5 | 0.1% |
| 1.45 | 4 | 0.1% |
| 1.64 | 1 | < 0.1% |
| 1.65 | 5 | 0.1% |
| 1.7 | 2 | < 0.1% |
| 1.79 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 168469.6 | 1 | |
| 77183.6 | 1 | |
| 22998.4 | 1 | |
| 14688.24 | 1 | |
| 8511.15 | 1 | |
| 7393.59 | 1 | |
| 5228.4 | 1 | |
| 4815.26 | 1 | |
| 4814.74 | 1 | |
| 4486.24 | 1 |
revenue_real
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 4273 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1901.0433 |
| Minimum | -1192.2 |
|---|---|
| Maximum | 278778.02 |
| Zeros | 10 |
| Zeros (%) | 0.2% |
| Negative | 30 |
| Negative (%) | 0.7% |
| Memory size | 68.1 KiB |
Quantile statistics
| Minimum | -1192.2 |
|---|---|
| 5-th percentile | 101.94 |
| Q1 | 294.12 |
| median | 645.72 |
| Q3 | 1598.24 |
| 95-th percentile | 5630.694 |
| Maximum | 278778.02 |
| Range | 279970.22 |
| Interquartile range (IQR) | 1304.12 |
Descriptive statistics
| Standard deviation | 8270.8593 |
|---|---|
| Coefficient of variation (CV) | 4.3506949 |
| Kurtosis | 603.42176 |
| Mean | 1901.0433 |
| Median Absolute Deviation (MAD) | 451.35 |
| Skewness | 21.627017 |
| Sum | 8282845.5 |
| Variance | 68407113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.2% |
| 76.32 | 4 | 0.1% |
| 15 | 3 | 0.1% |
| 79.2 | 3 | 0.1% |
| 113.5 | 3 | 0.1% |
| 363.65 | 3 | 0.1% |
| 440 | 3 | 0.1% |
| 35.4 | 3 | 0.1% |
| 59.5 | 2 | < 0.1% |
| 174.37 | 2 | < 0.1% |
| Other values (4263) | 4321 |
| Value | Count | Frequency (%) |
| -1192.2 | 1 | |
| -811.86 | 1 | |
| -464.9 | 1 | |
| -295.09 | 1 | |
| -227.44 | 1 | |
| -152.64 | 1 | |
| -141.48 | 1 | |
| -134.8 | 1 | |
| -102.45 | 1 | |
| -102 | 1 |
| Value | Count | Frequency (%) |
| 278778.02 | 1 | |
| 259657.3 | 1 | |
| 189735.53 | 1 | |
| 128882.13 | 1 | |
| 123638.18 | 1 | |
| 113855.32 | 1 | |
| 88138.2 | 1 | |
| 65920.12 | 1 | |
| 62924.1 | 1 | |
| 59419.34 | 1 |
| customer_id | revenue_purc | recency_days | volume_products_purc | assort_products_purc | purchases | avg_period_purc | frequency_purc | volume_basket_size_purc | assort_basket_size_purc | avg_ticket_purc | returns | volume_products_ret | revenue_ret | revenue_real | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| customer_id | 1.000 | -0.081 | 0.008 | -0.072 | -0.009 | 0.000 | 0.005 | 0.012 | -0.107 | -0.009 | -0.128 | -0.045 | -0.052 | -0.048 | -0.076 |
| revenue_purc | -0.081 | 1.000 | -0.494 | 0.931 | 0.734 | 0.811 | -0.676 | 0.460 | 0.572 | 0.151 | 0.682 | 0.482 | 0.469 | 0.469 | 0.992 |
| recency_days | 0.008 | -0.494 | 1.000 | -0.497 | -0.467 | -0.572 | 0.477 | -0.790 | -0.178 | -0.032 | -0.145 | -0.253 | -0.237 | -0.236 | -0.496 |
| volume_products_purc | -0.072 | 0.931 | -0.497 | 1.000 | 0.732 | 0.764 | -0.636 | 0.469 | 0.723 | 0.191 | 0.627 | 0.444 | 0.437 | 0.428 | 0.926 |
| assort_products_purc | -0.009 | 0.734 | -0.467 | 0.732 | 1.000 | 0.662 | -0.536 | 0.418 | 0.438 | 0.612 | 0.429 | 0.352 | 0.331 | 0.330 | 0.740 |
| purchases | 0.000 | 0.811 | -0.572 | 0.764 | 0.662 | 1.000 | -0.851 | 0.528 | 0.154 | -0.121 | 0.172 | 0.478 | 0.454 | 0.454 | 0.810 |
| avg_period_purc | 0.005 | -0.676 | 0.477 | -0.636 | -0.536 | -0.851 | 1.000 | -0.570 | -0.120 | 0.130 | -0.132 | -0.387 | -0.369 | -0.369 | -0.675 |
| frequency_purc | 0.012 | 0.460 | -0.790 | 0.469 | 0.418 | 0.528 | -0.570 | 1.000 | 0.175 | -0.005 | 0.139 | 0.253 | 0.236 | 0.235 | 0.463 |
| volume_basket_size_purc | -0.107 | 0.572 | -0.178 | 0.723 | 0.438 | 0.154 | -0.120 | 0.175 | 1.000 | 0.449 | 0.816 | 0.167 | 0.182 | 0.166 | 0.569 |
| assort_basket_size_purc | -0.009 | 0.151 | -0.032 | 0.191 | 0.612 | -0.121 | 0.130 | -0.005 | 0.449 | 1.000 | 0.418 | -0.075 | -0.077 | -0.079 | 0.160 |
| avg_ticket_purc | -0.128 | 0.682 | -0.145 | 0.627 | 0.429 | 0.172 | -0.132 | 0.139 | 0.816 | 0.418 | 1.000 | 0.223 | 0.228 | 0.227 | 0.675 |
| returns | -0.045 | 0.482 | -0.253 | 0.444 | 0.352 | 0.478 | -0.387 | 0.253 | 0.167 | -0.075 | 0.223 | 1.000 | 0.973 | 0.976 | 0.455 |
| volume_products_ret | -0.052 | 0.469 | -0.237 | 0.437 | 0.331 | 0.454 | -0.369 | 0.236 | 0.182 | -0.077 | 0.228 | 0.973 | 1.000 | 0.989 | 0.434 |
| revenue_ret | -0.048 | 0.469 | -0.236 | 0.428 | 0.330 | 0.454 | -0.369 | 0.235 | 0.166 | -0.079 | 0.227 | 0.976 | 0.989 | 1.000 | 0.433 |
| revenue_real | -0.076 | 0.992 | -0.496 | 0.926 | 0.740 | 0.810 | -0.675 | 0.463 | 0.569 | 0.160 | 0.675 | 0.455 | 0.434 | 0.433 | 1.000 |
| customer_id | revenue_purc | recency_days | volume_products_purc | assort_products_purc | purchases | avg_period_purc | frequency_purc | volume_basket_size_purc | assort_basket_size_purc | avg_ticket_purc | returns | volume_products_ret | revenue_ret | revenue_real | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 17850 | 5391.210 | 372.000 | 1733.000 | 21.000 | 34.000 | 1.000 | 0.091 | 50.971 | 0.618 | 158.565 | 1.000 | 40.000 | 102.580 | 5288.630 |
| 1 | 13047 | 3232.590 | 56.000 | 1390.000 | 105.000 | 9.000 | 52.833 | 0.024 | 154.444 | 11.667 | 359.177 | 7.000 | 35.000 | 143.490 | 3089.100 |
| 2 | 12583 | 6705.380 | 2.000 | 5028.000 | 114.000 | 15.000 | 26.500 | 0.040 | 335.200 | 7.600 | 447.025 | 2.000 | 50.000 | 76.040 | 6629.340 |
| 3 | 13748 | 948.250 | 95.000 | 439.000 | 24.000 | 5.000 | 92.667 | 0.013 | 87.800 | 4.800 | 189.650 | 0.000 | 0.000 | 0.000 | 948.250 |
| 4 | 15100 | 876.000 | 333.000 | 80.000 | 1.000 | 3.000 | 20.000 | 0.008 | 26.667 | 0.333 | 292.000 | 3.000 | 22.000 | 240.900 | 635.100 |
| 5 | 15291 | 4623.300 | 25.000 | 2102.000 | 61.000 | 14.000 | 26.769 | 0.037 | 150.143 | 4.357 | 330.236 | 5.000 | 29.000 | 71.790 | 4551.510 |
| 6 | 14688 | 5630.870 | 7.000 | 3621.000 | 148.000 | 21.000 | 19.263 | 0.056 | 172.429 | 7.048 | 268.137 | 6.000 | 399.000 | 523.490 | 5107.380 |
| 7 | 17809 | 5411.910 | 16.000 | 2057.000 | 46.000 | 12.000 | 39.667 | 0.032 | 171.417 | 3.833 | 450.993 | 2.000 | 41.000 | 67.060 | 5344.850 |
| 8 | 15311 | 60767.900 | 0.000 | 38194.000 | 567.000 | 91.000 | 4.191 | 0.243 | 419.714 | 6.231 | 667.779 | 27.000 | 474.000 | 1348.560 | 59419.340 |
| 9 | 16098 | 2005.630 | 87.000 | 613.000 | 34.000 | 7.000 | 47.667 | 0.019 | 87.571 | 4.857 | 286.519 | 0.000 | 0.000 | 0.000 | 2005.630 |
| customer_id | revenue_purc | recency_days | volume_products_purc | assort_products_purc | purchases | avg_period_purc | frequency_purc | volume_basket_size_purc | assort_basket_size_purc | avg_ticket_purc | returns | volume_products_ret | revenue_ret | revenue_real | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4347 | 16000 | 12393.700 | 2.000 | 5110.000 | 9.000 | 3.000 | 400.000 | 1.000 | 1703.333 | 3.000 | 4131.233 | 0.000 | 0.000 | 0.000 | 12393.700 |
| 4348 | 15195 | 3861.000 | 2.000 | 1404.000 | 1.000 | 1.000 | 400.000 | 0.333 | 1404.000 | 1.000 | 3861.000 | 0.000 | 0.000 | 0.000 | 3861.000 |
| 4349 | 14087 | 194.420 | 2.000 | 251.000 | 61.000 | 1.000 | 400.000 | 0.333 | 251.000 | 61.000 | 194.420 | 1.000 | 1.000 | 12.750 | 181.670 |
| 4350 | 14204 | 161.030 | 2.000 | 82.000 | 36.000 | 1.000 | 400.000 | 0.333 | 82.000 | 36.000 | 161.030 | 0.000 | 0.000 | 0.000 | 161.030 |
| 4351 | 15471 | 469.480 | 2.000 | 266.000 | 67.000 | 1.000 | 400.000 | 0.333 | 266.000 | 67.000 | 469.480 | 0.000 | 0.000 | 0.000 | 469.480 |
| 4352 | 13436 | 196.890 | 1.000 | 76.000 | 12.000 | 1.000 | 400.000 | 0.500 | 76.000 | 12.000 | 196.890 | 0.000 | 0.000 | 0.000 | 196.890 |
| 4353 | 15520 | 343.500 | 1.000 | 314.000 | 18.000 | 1.000 | 400.000 | 0.500 | 314.000 | 18.000 | 343.500 | 0.000 | 0.000 | 0.000 | 343.500 |
| 4354 | 13298 | 360.000 | 1.000 | 96.000 | 2.000 | 1.000 | 400.000 | 0.500 | 96.000 | 2.000 | 360.000 | 0.000 | 0.000 | 0.000 | 360.000 |
| 4355 | 14569 | 227.390 | 1.000 | 79.000 | 10.000 | 1.000 | 400.000 | 0.500 | 79.000 | 10.000 | 227.390 | 0.000 | 0.000 | 0.000 | 227.390 |
| 4356 | 12713 | 794.550 | 0.000 | 505.000 | 37.000 | 1.000 | 400.000 | 1.000 | 505.000 | 37.000 | 794.550 | 0.000 | 0.000 | 0.000 | 794.550 |